Deep Learning - 分类

Deep Learning - 分类 - mywebsitehttps://steven-yl.github.io/mywebsite/categories/deep-learning/Deep Learning - 分类 - mywebsiteHugo -- gohugo.iozh-CNsteven@gmail.com (Steven)steven@gmail.com (Steven)This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.Wed, 01 Apr 2026 10:00:00 +0800深度学习中的常见归一化方法https://steven-yl.github.io/mywebsite/norm/Wed, 01 Apr 2026 10:00:00 +0800Stevenhttps://github.com/steven-ylhttps://steven-yl.github.io/mywebsite/norm/深度学习中的常见归一化方法KL 散度与离散流匹配中的广义 KL 损失https://steven-yl.github.io/mywebsite/kl_div/Wed, 25 Mar 2026 00:00:00 +0800Stevenhttps://github.com/steven-ylhttps://steven-yl.github.io/mywebsite/kl_div/本文把 KL 散度相关的几个核心概念串起来，给出离散流匹配中广义 KL 损失的直观解释与 PyTorch 实现示例。Loss Functions：系统化整理https://steven-yl.github.io/mywebsite/loss_type/Wed, 25 Mar 2026 00:00:00 +0800Stevenhttps://github.com/steven-ylhttps://steven-yl.github.io/mywebsite/loss_type/本笔记从任务视角覆盖主流 Loss Functions，包括经典方法、现代变体以及实际组合策略，便于快速对照与选型。